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Cointegration in Frequency Domain

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Author Info
Daniel Levy (Bar-Ilan & Emory)

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Abstract

Existence of a cointegration relationship between two time series in the time domain imposes restrictions on the series zero-frequency behaviour in terms of their squared coherence, phase, and gain, in the frequency domain. I derive these restrictions by studying cross-spectral properties of a cointegrated bivariate system. Specifically, I demonstrate that if two difference stationary series, X(t) and Y(t), are cointegrated with a cointegrating vector [1 b] and thus share a common stochastic trend, then at the zero frequency, the squared coherence of (1 - L) X(t) and (1 - L) Y(t) will equal one, their phase will equal zero, and their gain will equal |b|.

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File URL: http://129.3.20.41/eps/em/papers/0402/0402005.pdf
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Publisher Info
Paper provided by EconWPA in its series Econometrics with number 0402005.

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Length: 14 pages
Date of creation: 07 Feb 2004
Date of revision:
Handle: RePEc:wpa:wuwpem:0402005

Note: Type of Document - pdf; prepared on Win 98; to print on Any printer; pages: 14 ; figures: There are no figures
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Web page: http://129.3.20.41

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Related research
Keywords: Common Stochastic Trend; Cointegration; Integration; Frequency Domain Anlysis; Cross-Spectrum; Zero-Frequency; Coherence; Squared Coherence; Phase; Gain; Cross-Spectral Properties; Bivariate Cointegrated System; Long Run Comovement;

Find related papers by JEL classification:
C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Semiparametric and Nonparametric Methods
C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions
C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
E30 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - General (includes Measurement and Data)
O40 - Economic Development, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-76, March. [Downloadable!] (restricted)
  2. Daniel Levy, 2000. "Investment-Saving Comovement and Capital Mobility: Evidence from Century Long U.S. Time Series," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 3(1), pages 100-137, January. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Claudio Morana, 2004. "Frequency domain principal components estimation of fractionally cointegrated processes," Working Paper Series 321, European Central Bank. [Downloadable!]
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